DMF-1220 Exam Duration - 100% Marvelous Questions Pool

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DAMA DMF-1220 Exam Syllabus Topics:

SectionObjectives
Data Management Fundamentals- Data Risk Management
  • 1. Data protection and compliance
  • 2. Risk mitigation strategies
  • 3. Risk identification and assessment
- Master Data and Reference Data
  • 1. MDM and RDM concepts
  • 2. Reference data management
  • 3. Master data management processes
- Content and Document Management
  • 1. Content lifecycle management
  • 2. Records management
  • 3. Unstructured data management
- Data Modeling and Design
  • 1. Data modeling techniques
  • 2. Normalization and denormalization
  • 3. Conceptual, logical, and physical models
- Data Warehousing and Business Intelligence
  • 1. Reporting and visualization
  • 2. BI and analytics fundamentals
  • 3. Data warehousing concepts and architectures
- Data Integration and Interoperability
  • 1. Data integration techniques
  • 2. Data interoperability standards
  • 3. ETL/ELT processes
- Data Storage and Operations
  • 1. Data storage design principles
  • 2. Database security and access control
  • 3. Database architecture and technology
- Metadata Management
  • 1. Metadata types and definitions
  • 2. Metadata architecture and repository
  • 3. Metadata standards and integration
- Data Architecture
  • 1. Data modeling and design
  • 2. Enterprise data architecture concepts
  • 3. Architecture frameworks and tools
- Data Quality
  • 1. Data profiling and cleansing
  • 2. Data quality measurement and improvement
  • 3. Data quality dimensions
- Data Governance
  • 1. Governance bodies and organizational roles
  • 2. Governance framework and scope
  • 3. Data quality management
  • 4. Policies, standards, and procedures
- Data Strategy
  • 1. Data management strategy development
  • 2. Strategic planning process
  • 3. Data governance strategy
- Data Ethics
  • 1. Responsible AI and algorithmic bias
  • 2. Ethical principles and practices
  • 3. Privacy and consumer protection
- Data Business and Data Management
  • 1. Data management frameworks
  • 2. Data management definitions and principles
  • 3. Business drivers and data roles
- Data Security
  • 1. Security frameworks and controls
  • 2. Data classification and handling
  • 3. Privacy regulations compliance

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DAMA Data Management Fundamentals Sample Questions (Q160-Q165):

NEW QUESTION # 160
The best way to manage a Data Architecture roadmap is by using:

Answer: C

Explanation:
Integrated strategic reviews provide the strongest mechanism for maintaining a Data Architecture roadmap because architecture must continually remain aligned with enterprise strategy, changing business requirements, technology conditions, dependencies, and investment priorities. DAMA-DMBOK describes an Enterprise Data Architecture roadmap as a three-to-five-year development path and states that it must be integrated into the overall Enterprise Architecture roadmap. Regular integrated strategic review therefore enables changes in business capabilities, dependencies, resources, milestones, and architectural priorities to be evaluated together. An annual review alone can allow the roadmap to become outdated. Senior management buy-in is essential for sponsorship but is not itself a roadmap-management process. Peer review assesses professional quality, while results evaluation focuses primarily on outcomes. Integrated strategic reviews provide the ongoing governance mechanism needed to keep the roadmap relevant.


NEW QUESTION # 161
A roadmap for enterprise data architecture describes the architecture's 3 to 5-year development path. The roadmap should be guided by a data management maturity assessment.

Answer: B


NEW QUESTION # 162
In designing and building the database, the DBA should keep the following design principles in mind:

Answer: A,B,C,D,E


NEW QUESTION # 163
Data models are critical to effective management of dat
a. They:

Answer: A,B,D,E


NEW QUESTION # 164
The best way to validate that a database backup is working, is to:

Answer: D


NEW QUESTION # 165
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